Despite what you might think, I'm not a Jedi Master at python. So, here is a quick guide to contour plots and heatmaps - you can think of this as a guide for physicists.

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...